Research

Papers for “imagenet”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Local Dense Logit Relations for Enhanced Knowledge Distillation	Liuchi Xu, Kang Liu, Jinshuai Liu	2025	arxiv 2507.15911
Attention Lattice Adapter: Visual Explanation Generation for Visual Foundation Model	Shinnosuke Hirano, Yuiga Wada, Tsumugi Iida	2025	arxiv 2509.14664
CLIP-KD: An Empirical Study of CLIP Model Distillation	Chuanguang Yang, Zhulin An, Libo Huang	2023	arxiv 2307.12732
Thoracic Surgery Video Analysis for Surgical Phase Recognition	Syed Abdul Mateen, Niharika Malvia, Syed Abdul Khader	2024	arxiv 2406.09185
Pixel Embedding: Fully Quantized Convolutional Neural Network with Differentiable Lookup Table	Hiroyuki Tokunaga, Joel Nicholls, Daria Vazhenina	2024	arxiv 2407.16174
FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning	Oscar Skean, Aayush Dhakal, Nathan Jacobs	2023	arxiv 2310.02903
DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling	Akis Linardos, Matthias Kümmerer, Ori Press	2021	arxiv 2105.12441
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness	Eric Mintun, Alexander Kirillov, Saining Xie	2021	arxiv 2102.11273
A Unified Pruning Framework for Vision Transformers	Hao Yu, Jianxin Wu	2021	arxiv 2111.15127
Vision Transformers are Robust Learners	Sayak Paul, Pin-Yu Chen	2021	arxiv 2105.07581
AugMax: Adversarial Composition of Random Augmentations for Robust Training	Haotao Wang, Chaowei Xiao, Jean Kossaifi	2021	arxiv 2110.13771
Probabilistic Language-Image Pre-Training	Sanghyuk Chun, Wonjae Kim, Song Park	2024	arxiv 2410.18857
CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision	Puskal Khadka, Rodrigue Rizk, Longwei Wang	2025	arxiv 2509.08959
DW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing	Minghan Fu, Huan Liu, Yankun Yu	2021	arxiv 2104.08911
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing	Jaeill Kim, Duhun Hwang, Eunjung Lee	2024	arxiv 2401.05730
How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections?	Kartikeya Bhardwaj, Guihong Li, Radu Marculescu	2019	arxiv 1910.00780
How to Train Vision Transformer on Small-scale Datasets?	Hanan Gani, Muzammal Naseer, Mohammad Yaqub	2022	arxiv 2210.07240
Separable Self-attention for Mobile Vision Transformers	Sachin Mehta, Mohammad Rastegari	2022	arxiv 2206.02680
Parameter Prediction for Unseen Deep Architectures	Boris Knyazev, Michal Drozdzal, Graham W. Taylor	2021	arxiv 2110.13100
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers	Husheng Han, Kaidi Xu, Xing Hu	2021	arxiv 2110.14120

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